commit e595d112b0cea2f9fea1352e2ef6adc68f1bdbc8 Author: ModelHub XC Date: Tue Aug 25 00:15:22 2026 +0800 初始化项目，由ModelHub XC社区提供模型 Model: mradermacher/RealGuardrails-Llama3.2-3B-SFT-DPO-GGUF Source: Original Platform diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..14b421d --- /dev/null +++ b/.gitattributes @@ -0,0 +1,47 @@ +*.7z filter=lfs diff=lfs merge=lfs -text +*.arrow filter=lfs diff=lfs merge=lfs -text +*.bin filter=lfs diff=lfs merge=lfs -text +*.bz2 filter=lfs diff=lfs merge=lfs -text +*.ckpt filter=lfs diff=lfs merge=lfs -text +*.ftz filter=lfs diff=lfs merge=lfs -text +*.gz filter=lfs diff=lfs merge=lfs -text +*.h5 filter=lfs diff=lfs merge=lfs -text +*.joblib filter=lfs diff=lfs merge=lfs -text +*.lfs.* filter=lfs diff=lfs merge=lfs -text +*.mlmodel filter=lfs diff=lfs merge=lfs -text +*.model filter=lfs diff=lfs merge=lfs -text +*.msgpack filter=lfs diff=lfs merge=lfs -text +*.npy filter=lfs diff=lfs merge=lfs -text +*.npz filter=lfs diff=lfs merge=lfs -text +*.onnx filter=lfs diff=lfs merge=lfs -text +*.ot filter=lfs diff=lfs merge=lfs -text +*.parquet filter=lfs diff=lfs merge=lfs -text +*.pb filter=lfs diff=lfs merge=lfs -text +*.pickle filter=lfs diff=lfs merge=lfs -text +*.pkl filter=lfs diff=lfs merge=lfs -text +*.pt filter=lfs diff=lfs merge=lfs -text +*.pth filter=lfs diff=lfs merge=lfs -text +*.rar filter=lfs diff=lfs merge=lfs -text +*.safetensors filter=lfs diff=lfs merge=lfs -text +saved_model/**/* filter=lfs diff=lfs merge=lfs -text +*.tar.* filter=lfs diff=lfs merge=lfs -text +*.tar filter=lfs diff=lfs merge=lfs -text +*.tflite filter=lfs diff=lfs merge=lfs -text +*.tgz filter=lfs diff=lfs merge=lfs -text +*.wasm filter=lfs diff=lfs merge=lfs -text +*.xz filter=lfs diff=lfs merge=lfs -text +*.zip filter=lfs diff=lfs merge=lfs -text +*.zst filter=lfs diff=lfs merge=lfs -text +*tfevents* filter=lfs diff=lfs merge=lfs -text +RealGuardrails-Llama3.2-3B-SFT-DPO.IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text +RealGuardrails-Llama3.2-3B-SFT-DPO.Q2_K.gguf filter=lfs diff=lfs merge=lfs -text +RealGuardrails-Llama3.2-3B-SFT-DPO.Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text +RealGuardrails-Llama3.2-3B-SFT-DPO.Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text +RealGuardrails-Llama3.2-3B-SFT-DPO.Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text +RealGuardrails-Llama3.2-3B-SFT-DPO.Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +RealGuardrails-Llama3.2-3B-SFT-DPO.Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text +RealGuardrails-Llama3.2-3B-SFT-DPO.Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +RealGuardrails-Llama3.2-3B-SFT-DPO.Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +RealGuardrails-Llama3.2-3B-SFT-DPO.Q6_K.gguf filter=lfs diff=lfs merge=lfs -text +RealGuardrails-Llama3.2-3B-SFT-DPO.Q8_0.gguf filter=lfs diff=lfs merge=lfs -text +RealGuardrails-Llama3.2-3B-SFT-DPO.f16.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/README.md b/README.md new file mode 100644 index 0000000..d02a69e --- /dev/null +++ b/README.md @@ -0,0 +1,66 @@ +--- +base_model: normster/RealGuardrails-Llama3.2-3B-SFT-DPO +datasets: +- normster/RealGuardrails +language: +- en +library_name: transformers +license: mit +quantized_by: mradermacher +--- +## About + + + + + + +static quants of https://huggingface.co/normster/RealGuardrails-Llama3.2-3B-SFT-DPO + + +weighted/imatrix quants seem not to be available (by me) at this time. If they do not show up a week or so after the static ones, I have probably not planned for them. Feel free to request them by opening a Community Discussion. +## Usage + +If you are unsure how to use GGUF files, refer to one of [TheBloke's +READMEs](https://huggingface.co/TheBloke/KafkaLM-70B-German-V0.1-GGUF) for +more details, including on how to concatenate multi-part files. + +## Provided Quants + +(sorted by size, not necessarily quality. IQ-quants are often preferable over similar sized non-IQ quants) + +| Link | Type | Size/GB | Notes | +|:-----|:-----|--------:|:------| +| [GGUF](https://huggingface.co/mradermacher/RealGuardrails-Llama3.2-3B-SFT-DPO-GGUF/resolve/main/RealGuardrails-Llama3.2-3B-SFT-DPO.Q2_K.gguf) | Q2_K | 1.5 | | +| [GGUF](https://huggingface.co/mradermacher/RealGuardrails-Llama3.2-3B-SFT-DPO-GGUF/resolve/main/RealGuardrails-Llama3.2-3B-SFT-DPO.Q3_K_S.gguf) | Q3_K_S | 1.6 | | +| [GGUF](https://huggingface.co/mradermacher/RealGuardrails-Llama3.2-3B-SFT-DPO-GGUF/resolve/main/RealGuardrails-Llama3.2-3B-SFT-DPO.Q3_K_M.gguf) | Q3_K_M | 1.8 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/RealGuardrails-Llama3.2-3B-SFT-DPO-GGUF/resolve/main/RealGuardrails-Llama3.2-3B-SFT-DPO.Q3_K_L.gguf) | Q3_K_L | 1.9 | | +| [GGUF](https://huggingface.co/mradermacher/RealGuardrails-Llama3.2-3B-SFT-DPO-GGUF/resolve/main/RealGuardrails-Llama3.2-3B-SFT-DPO.IQ4_XS.gguf) | IQ4_XS | 1.9 | | +| [GGUF](https://huggingface.co/mradermacher/RealGuardrails-Llama3.2-3B-SFT-DPO-GGUF/resolve/main/RealGuardrails-Llama3.2-3B-SFT-DPO.Q4_K_S.gguf) | Q4_K_S | 2.0 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/RealGuardrails-Llama3.2-3B-SFT-DPO-GGUF/resolve/main/RealGuardrails-Llama3.2-3B-SFT-DPO.Q4_K_M.gguf) | Q4_K_M | 2.1 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/RealGuardrails-Llama3.2-3B-SFT-DPO-GGUF/resolve/main/RealGuardrails-Llama3.2-3B-SFT-DPO.Q5_K_S.gguf) | Q5_K_S | 2.4 | | +| [GGUF](https://huggingface.co/mradermacher/RealGuardrails-Llama3.2-3B-SFT-DPO-GGUF/resolve/main/RealGuardrails-Llama3.2-3B-SFT-DPO.Q5_K_M.gguf) | Q5_K_M | 2.4 | | +| [GGUF](https://huggingface.co/mradermacher/RealGuardrails-Llama3.2-3B-SFT-DPO-GGUF/resolve/main/RealGuardrails-Llama3.2-3B-SFT-DPO.Q6_K.gguf) | Q6_K | 2.7 | very good quality | +| [GGUF](https://huggingface.co/mradermacher/RealGuardrails-Llama3.2-3B-SFT-DPO-GGUF/resolve/main/RealGuardrails-Llama3.2-3B-SFT-DPO.Q8_0.gguf) | Q8_0 | 3.5 | fast, best quality | +| [GGUF](https://huggingface.co/mradermacher/RealGuardrails-Llama3.2-3B-SFT-DPO-GGUF/resolve/main/RealGuardrails-Llama3.2-3B-SFT-DPO.f16.gguf) | f16 | 6.5 | 16 bpw, overkill | + +Here is a handy graph by ikawrakow comparing some lower-quality quant +types (lower is better): + +![image.png](https://www.nethype.de/huggingface_embed/quantpplgraph.png) + +And here are Artefact2's thoughts on the matter: +https://gist.github.com/Artefact2/b5f810600771265fc1e39442288e8ec9 + +## FAQ / Model Request + +See https://huggingface.co/mradermacher/model_requests for some answers to +questions you might have and/or if you want some other model quantized. + +## Thanks + +I thank my company, [nethype GmbH](https://www.nethype.de/), for letting +me use its servers and providing upgrades to my workstation to enable +this work in my free time. + + diff --git a/RealGuardrails-Llama3.2-3B-SFT-DPO.IQ4_XS.gguf b/RealGuardrails-Llama3.2-3B-SFT-DPO.IQ4_XS.gguf new file mode 100644 index 0000000..8ddad13 --- /dev/null +++ b/RealGuardrails-Llama3.2-3B-SFT-DPO.IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8f80801cc21ef4a111259329796aa55116d8c18cf2db4fcc83ca7612d58864de +size 1840904768 diff --git a/RealGuardrails-Llama3.2-3B-SFT-DPO.Q2_K.gguf b/RealGuardrails-Llama3.2-3B-SFT-DPO.Q2_K.gguf new file mode 100644 index 0000000..365147b --- /dev/null +++ b/RealGuardrails-Llama3.2-3B-SFT-DPO.Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6fd5a6e94d93bdf6dd5d06ec2e433af2cea960de6a07e2f4210b4e339da96e32 +size 1363933760 diff --git a/RealGuardrails-Llama3.2-3B-SFT-DPO.Q3_K_L.gguf b/RealGuardrails-Llama3.2-3B-SFT-DPO.Q3_K_L.gguf new file mode 100644 index 0000000..f545f05 --- /dev/null +++ b/RealGuardrails-Llama3.2-3B-SFT-DPO.Q3_K_L.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:65b88e13c23f2f34ad92c91056a271706b43533a9a0b4a013126f67fbe26b774 +size 1815345728 diff --git a/RealGuardrails-Llama3.2-3B-SFT-DPO.Q3_K_M.gguf b/RealGuardrails-Llama3.2-3B-SFT-DPO.Q3_K_M.gguf new file mode 100644 index 0000000..6fc997a --- /dev/null +++ b/RealGuardrails-Llama3.2-3B-SFT-DPO.Q3_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c8d2ab0393bf5db84284d3995ba1e1c4372db836f4fcf58538691c8ae74e3d36 +size 1687157312 diff --git a/RealGuardrails-Llama3.2-3B-SFT-DPO.Q3_K_S.gguf b/RealGuardrails-Llama3.2-3B-SFT-DPO.Q3_K_S.gguf new file mode 100644 index 0000000..d176a44 --- /dev/null +++ b/RealGuardrails-Llama3.2-3B-SFT-DPO.Q3_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:adb6b656e5ac0bdf266fb8ae8e5f030f9511bc80a65235dcbf541455b3959313 +size 1542847040 diff --git a/RealGuardrails-Llama3.2-3B-SFT-DPO.Q4_K_M.gguf b/RealGuardrails-Llama3.2-3B-SFT-DPO.Q4_K_M.gguf new file mode 100644 index 0000000..f5f7261 --- /dev/null +++ b/RealGuardrails-Llama3.2-3B-SFT-DPO.Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9f453b8a395f4b4ac50fbf12df46d4e617e312f75366067d02db75092442b443 +size 2019375680 diff --git a/RealGuardrails-Llama3.2-3B-SFT-DPO.Q4_K_S.gguf b/RealGuardrails-Llama3.2-3B-SFT-DPO.Q4_K_S.gguf new file mode 100644 index 0000000..1ec3cfa --- /dev/null +++ b/RealGuardrails-Llama3.2-3B-SFT-DPO.Q4_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1601f4313106e5c53fe0777173f9305dda168119d5a937f38840e97ba51ab159 +size 1928198720 diff --git a/RealGuardrails-Llama3.2-3B-SFT-DPO.Q5_K_M.gguf b/RealGuardrails-Llama3.2-3B-SFT-DPO.Q5_K_M.gguf new file mode 100644 index 0000000..2335152 --- /dev/null +++ b/RealGuardrails-Llama3.2-3B-SFT-DPO.Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c710d97cc8b937c4879716062958c9e0c641375e6494390634a8ea2db42ca2a8 +size 2322152000 diff --git a/RealGuardrails-Llama3.2-3B-SFT-DPO.Q5_K_S.gguf b/RealGuardrails-Llama3.2-3B-SFT-DPO.Q5_K_S.gguf new file mode 100644 index 0000000..53ebab3 --- /dev/null +++ b/RealGuardrails-Llama3.2-3B-SFT-DPO.Q5_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9922a31b0237bb33332180c6d6898ac2e90daa3c994b3dc2dee91799f87c4bbb +size 2269510208 diff --git a/RealGuardrails-Llama3.2-3B-SFT-DPO.Q6_K.gguf b/RealGuardrails-Llama3.2-3B-SFT-DPO.Q6_K.gguf new file mode 100644 index 0000000..a365ab4 --- /dev/null +++ b/RealGuardrails-Llama3.2-3B-SFT-DPO.Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9cbeda09c4741fa660c1a6301f08f4b2c6952fa5f8bc44c91568a9ce58227ff0 +size 2643851840 diff --git a/RealGuardrails-Llama3.2-3B-SFT-DPO.Q8_0.gguf b/RealGuardrails-Llama3.2-3B-SFT-DPO.Q8_0.gguf new file mode 100644 index 0000000..d058ae5 --- /dev/null +++ b/RealGuardrails-Llama3.2-3B-SFT-DPO.Q8_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:acb30cdcf98186b05fa1a5156cd6b4081e6d9e51299c48a9d1343fec315fe7a5 +size 3421897280 diff --git a/RealGuardrails-Llama3.2-3B-SFT-DPO.f16.gguf b/RealGuardrails-Llama3.2-3B-SFT-DPO.f16.gguf new file mode 100644 index 0000000..ab4a31b --- /dev/null +++ b/RealGuardrails-Llama3.2-3B-SFT-DPO.f16.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2d2f95198158760adbd7b2551ef58d39de0e346a94eb60ef6e7e574c1bc7c07c +size 6433686080